Real ChatGPT answer · index seedJi18rirH9lccompleteMarketing and advertising · web analyticscomparison

Can you compare Semrush and Google Keyword Planner for traffic estimation accuracy before I spend my monthly ad budget?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Semrush and Google Keyword Planner for traffic estimation accuracy before I spend my monthly ad budget?
2 real searches · 1 real-search pass
Semrush traffic estimates methodology clickstream data accuracy Google Keyword Planner forecasts official documentationGoogle ↗
OBSERVEDReason
Google Ads Keyword Planner forecasts clicks impressions cost official help average monthly searches competitionGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Semrush traffic estimates methodology clickstream data accuracy Google Keyword Planner forecasts official documentation Google ↗
Google Ads Keyword Planner forecasts clicks impressions cost official help average monthly searches competition Google ↗
  1. Your Semrush Questions, Answered · semrush.com
  2. SEO Keyword Research · enterprise.semrush.com
  3. About Keyword Planner forecasts · support.google.com
  4. About Keyword Planner forecasts · support.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush traffic estimates methodology clickstream data accuracy Google Keyword Planner forecasts official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Ads Keyword Planner forecasts clicks impressions cost official help average monthly searches competition
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1